I am a PhD student. I am interested in large-scale and high-accuracy retrieval systems. I was born and raised in China, and received higher education in Korea; I love these two countries.
My research interests are scalable and high-accuracy retrieval and training, efficient self-supervised fine-tuning, and human-computer interaction. The goal is to create an intelligent agent that evolves with its users, adapting to their changing needs through efficient retrieval and learning mechanisms.
Inkyu An, Guoyuan An, Taeyound Kim, Sung-Eui Yoon
Microphone Pair Training for Robust Sound Source Localization with Diverse Array Configurations. IEEE Robotics and Automation Letters, 2023
Guoyuan An, Ju-Hyeong Seon, Inkyu An, Yuchi Huo, Sung-Eui Yoon
Topological RANSAC for Instance Verification and Retrieval without Fine-tuning. NeurIPS 2023
Guoyuan An, Woo Jae Kim, Saelyne Yang, Rong Li, Yuchi Huo, Sung-Eui Yoon
Towards Content-based Segment Retrieval in Revisited Oxford and Paris. ICCV 2023
Guoyuan An, Yuchi Huo, Sung-Eui Yoon
Hypergraph Propagation and Community Selection for Objects Retrieval. NeurIPS 2021
Guoyuan An, SungEui Yoon, JaeYoon Kim, Lin Wang, MyoungHo Kim
GraphShop: Graph-based Approach for Shop-type recommendation. SDM 2021
Too selfish to share
Either human intelligence ultimately owes its origin to mindless matter; or there is a Creator. It is strange that some people claim that it is their intelligence that leads them to prefer the first to the second. --John Lennox